Published 'KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts' at EMNLP 2025
Published 'Learning to Discriminate Information for Online Action Detection: Analysis and Application' in IEEE TPAMI, 2023
Published 'Temporal Filtering Networks for Online Action Detection' in Pattern Recognition, 2021
Published 'Learning to Discriminate Information for Online Action Detection' at CVPR 2020 (acceptance rate: 22%)
Published 'SRG: Snippet Relatedness-based Temporal Action Proposal Generator' in IEEE TCSVT, 2020
Published 'A Quad Edge-Based Grid Encoding Model for Content-Aware Image Retargeting' in IEEE TVCG, 2019
Published 'Single-View 2D CNNs with Fully Automatic Non-nodule Categorization for False Positive Reduction in Pulmonary Nodule Detection' in CMPB, 2018
Published 'Saliency Refinement: Towards a Uniformly Highlighted Salient Object' in SPIC, 2018
Published 'Superpixel-Guided Adaptive Image Smoothing' in IEEE SPL, 2016
First Place, Advanced League, SK AI Challenge at ICHEON Forum 2021 (achieved 0.6925 mAP on 11 defect classes for SKC film defect detection)
Best Dissertation Award 2020, Department of Electrical Engineering, KAIST (Dissertation: Temporal Convolutional Networks for Offline and Online Action Detection)
LG Electronics Paper Award, IEIE Autumn Annual Conference 2018 (Paper: Weakly Supervised Clothes Recognition with a Two-Branch Network)
First Place, Samsung Fire & Marine Insurance (SFMI) Machine Learning Challenge 2017 (achieved 98.14% accuracy for Korean text detection in traffic road signs)